Overview

Dataset info

Number of variables132
Number of observations100000
Missing cells2235060 (16.9%)
Duplicate rows0 (0.0%)
Total size in memory100.7 MiB
Average record size in memory1.0 KiB

Variables types

Numeric38
Categorical12
Boolean80
Date0
URL0
Text (Unique)0
Rejected2
Unsupported0

Warnings

A_IND has 79871 (79.9%) missing values Missing
ACCIDENT_HOSPITAL_REC_AMT has 26596 (26.6%) zeros Zeros
ACCIDENT_HOSPITAL_REC_AMT has 27540 (27.5%) missing values Missing
AG_CNT has 43314 (43.3%) zeros Zeros
AG_NOW_CNT has 64719 (64.7%) zeros Zeros
ANNUAL_INCOME_AMT is highly skewed (γ1 = 94.00856744) Skewed
ANNUAL_INCOME_AMT has 39201 (39.2%) missing values Missing
ANNUAL_PREMIUM_AMT is highly skewed (γ1 = 29.61355262) Skewed
ANNUAL_PREMIUM_AMT has 1372 (1.4%) zeros Zeros
ANNUAL_PREMIUM_AMT has 62445 (62.4%) missing values Missing
ANNUITY_AMT has 54152 (54.2%) zeros Zeros
ANNUITY_AMT has 27540 (27.5%) missing values Missing
APC_1ST_AGE has 43282 (43.3%) missing values Missing
APC_1ST_YEARDIF has 1602 (1.6%) zeros Zeros
APC_1ST_YEARDIF has 43282 (43.3%) missing values Missing
APC_CNT has 39610 (39.6%) zeros Zeros
B_IND has 79871 (79.9%) missing values Missing
BANK_NUMBER_CNT has 63881 (63.9%) zeros Zeros
BMI has 16645 (16.6%) missing values Missing
C_IND has 79871 (79.9%) missing values Missing
CHANNEL_A_POL_CNT has 55427 (55.4%) zeros Zeros
CHANNEL_B_POL_CNT has 97915 (97.9%) zeros Zeros
CLC_CUR_NUM has 56179 (56.2%) zeros Zeros
DIEACCIDENT_AMT has 13399 (13.4%) zeros Zeros
DIEACCIDENT_AMT has 27540 (27.5%) missing values Missing
DIEBENEFIT_AMT is highly correlated with DIEACCIDENT_AMT (ρ = 0.9402088548) Rejected
DISEASES_HOSPITAL_REC_AMT is highly correlated with ACCIDENT_HOSPITAL_REC_AMT (ρ = 0.9462433008) Rejected
EDUCATION_CD has 20562 (20.6%) missing values Missing
EXPIRATION_AMT is highly skewed (γ1 = 29.86835614) Skewed
EXPIRATION_AMT has 71299 (71.3%) zeros Zeros
EXPIRATION_AMT has 27540 (27.5%) missing values Missing
FINANCETOOLS_A has 62641 (62.6%) missing values Missing
FINANCETOOLS_B has 62641 (62.6%) missing values Missing
FINANCETOOLS_C has 62641 (62.6%) missing values Missing
FINANCETOOLS_D has 62641 (62.6%) missing values Missing
FINANCETOOLS_E has 62641 (62.6%) missing values Missing
FINANCETOOLS_F has 62641 (62.6%) missing values Missing
FINANCETOOLS_G has 62641 (62.6%) missing values Missing
FIRST_CANCER_AMT has 43869 (43.9%) zeros Zeros
FIRST_CANCER_AMT has 27540 (27.5%) missing values Missing
IF_ADD_INSD_F_IND has 51848 (51.8%) missing values Missing
IF_ADD_INSD_G_IND has 51848 (51.8%) missing values Missing
IF_ADD_INSD_L_IND has 51848 (51.8%) missing values Missing
IF_ADD_INSD_Q_IND has 51848 (51.8%) missing values Missing
IF_ADD_INSD_R_IND has 51848 (51.8%) missing values Missing
IF_ISSUE_INSD_A_IND has 20083 (20.1%) missing values Missing
IF_ISSUE_INSD_B_IND has 20083 (20.1%) missing values Missing
IF_ISSUE_INSD_C_IND has 20083 (20.1%) missing values Missing
IF_ISSUE_INSD_D_IND has 20083 (20.1%) missing values Missing
IF_ISSUE_INSD_E_IND has 20083 (20.1%) missing values Missing
IF_ISSUE_INSD_F_IND has 20083 (20.1%) missing values Missing
IF_ISSUE_INSD_G_IND has 20083 (20.1%) missing values Missing
IF_ISSUE_INSD_H_IND has 20083 (20.1%) missing values Missing
IF_ISSUE_INSD_I_IND has 20083 (20.1%) missing values Missing
IF_ISSUE_INSD_J_IND has 20083 (20.1%) missing values Missing
IF_ISSUE_INSD_K_IND has 20083 (20.1%) missing values Missing
IF_ISSUE_INSD_L_IND has 20083 (20.1%) missing values Missing
IF_ISSUE_INSD_M_IND has 20083 (20.1%) missing values Missing
IF_ISSUE_INSD_N_IND has 20083 (20.1%) missing values Missing
IF_ISSUE_INSD_O_IND has 20083 (20.1%) missing values Missing
IF_ISSUE_INSD_P_IND has 20083 (20.1%) missing values Missing
IF_ISSUE_INSD_Q_IND has 20083 (20.1%) missing values Missing
ILL_ACCELERATION_AMT has 62890 (62.9%) zeros Zeros
ILL_ACCELERATION_AMT has 27540 (27.5%) missing values Missing
ILL_ADDITIONAL_AMT has 65383 (65.4%) zeros Zeros
ILL_ADDITIONAL_AMT has 27540 (27.5%) missing values Missing
IM_CNT has 71780 (71.8%) zeros Zeros
INPATIENT_SURGERY_AMT has 31509 (31.5%) zeros Zeros
INPATIENT_SURGERY_AMT has 27540 (27.5%) missing values Missing
INSD_CNT has 83858 (83.9%) zeros Zeros
INSD_LAST_YEARDIF_CNT has 6261 (6.3%) zeros Zeros
L1YR_A_ISSUE_CNT has 93490 (93.5%) zeros Zeros
L1YR_B_ISSUE_CNT is highly skewed (γ1 = 22.14429664) Skewed
L1YR_B_ISSUE_CNT has 99691 (99.7%) zeros Zeros
L1YR_C_CNT has 87936 (87.9%) missing values Missing
L1YR_GROSS_PRE_AMT is highly skewed (γ1 = 31.75482256) Skewed
L1YR_GROSS_PRE_AMT has 60988 (61.0%) zeros Zeros
LEVEL has 43305 (43.3%) missing values Missing
LIFE_INSD_CNT has 20083 (20.1%) zeros Zeros
LONG_TERM_CARE_AMT has 70778 (70.8%) zeros Zeros
LONG_TERM_CARE_AMT has 27540 (27.5%) missing values Missing
MARRIAGE_CD has 7951 (8.0%) missing values Missing
MONTHLY_CARE_AMT has 52365 (52.4%) zeros Zeros
MONTHLY_CARE_AMT has 27540 (27.5%) missing values Missing
OCCUPATION_CLASS_CD has 3960 (4.0%) missing values Missing
OUTPATIENT_SURGERY_AMT has 32697 (32.7%) zeros Zeros
OUTPATIENT_SURGERY_AMT has 27540 (27.5%) missing values Missing
PAY_LIMIT_MED_MISC_AMT has 52955 (53.0%) zeros Zeros
PAY_LIMIT_MED_MISC_AMT has 27540 (27.5%) missing values Missing
POLICY_VALUE_AMT is highly skewed (γ1 = 21.37832188) Skewed
POLICY_VALUE_AMT has 61862 (61.9%) zeros Zeros
POLICY_VALUE_AMT has 27540 (27.5%) missing values Missing
REBUY_TIMES_CNT has 43282 (43.3%) missing values Missing
RFM_M_LEVEL has 43282 (43.3%) missing values Missing
RFM_R has 43294 (43.3%) missing values Missing
TERMINATION_RATE has 44093 (44.1%) zeros Zeros
TERMINATION_RATE has 43282 (43.3%) missing values Missing
TOOL_VISIT_1YEAR_CNT has 68792 (68.8%) zeros Zeros

Variables

A_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)79.9%
Missing (n)79871
N
 
12979
Y
 
7150
(Missing)
79871
ValueCountFrequency (%) 
N 12979 13.0%
 
Y 7150 7.1%
 
(Missing) 79871 79.9%
 

ACCIDENT_HOSPITAL_REC_AMT
Numeric

Distinct count199
Unique (%)0.2%
Missing (%)27.5%
Missing (n)27540
Infinite (%)0.0%
Infinite (n)0
Mean0.1516232752
Minimum0
Maximum0.808
Zeros (%)26.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.112
Q30.264
95-th percentile0.424
Maximum0.808
Range0.808
Interquartile range0.264

Descriptive statistics

Standard deviation0.1514239413
Coef of variation0.9986853348
Kurtosis-0.8711823394
Mean0.1516232752
MAD0.1323126974
Skewness0.5765051561
Sum10986.62252
Variance0.02292921
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 26596 26.6%
 
0.08 7693 7.7%
 
0.16 5981 6.0%
 
0.344 4584 4.6%
 
0.24 4274 4.3%
 
0.264 3448 3.4%
 
0.424 3408 3.4%
 
0.32 2771 2.8%
 
0.4 1548 1.5%
 
0.184 1314 1.3%
 
Other values (188) 10843 10.8%
 
(Missing) 27540 27.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 26596 26.6%
 
0.0004384 1 < 0.1%
 
0.0004808 1 < 0.1%
 
0.0012984 1 < 0.1%
 
0.0027472 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.808 1 < 0.1%
 
0.8 1 < 0.1%
 
0.784 1 < 0.1%
 
0.76 1 < 0.1%
 
0.744 1 < 0.1%
 

AG_CNT
Numeric

Distinct count18
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.9734
Minimum0
Maximum18
Zeros (%)43.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median1
Q31
95-th percentile3
Maximum18
Range18
Interquartile range1

Descriptive statistics

Standard deviation1.198585335
Coef of variation1.231338951
Kurtosis7.479667436
Mean0.9734
MAD0.843236952
Skewness1.992850985
Sum97340
Variance1.436606806
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=18)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 7.5 8.5 10.5 12.5 18. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 43314 43.3%
 
1 32822 32.8%
 
2 14150 14.1%
 
3 5706 5.7%
 
4 2335 2.3%
 
5 956 1.0%
 
6 392 0.4%
 
7 170 0.2%
 
8 79 0.1%
 
9 26 < 0.1%
 
Other values (8) 50 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 43314 43.3%
 
1 32822 32.8%
 
2 14150 14.1%
 
3 5706 5.7%
 
4 2335 2.3%
 

Maximum 5 values

ValueCountFrequency (%) 
18 2 < 0.1%
 
16 3 < 0.1%
 
15 1 < 0.1%
 
14 1 < 0.1%
 
13 2 < 0.1%
 

AG_NOW_CNT
Numeric

Distinct count10
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.45667
Minimum0
Maximum10
Zeros (%)64.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile2
Maximum10
Range10
Interquartile range1

Descriptive statistics

Standard deviation0.7159522589
Coef of variation1.567767225
Kurtosis4.708703103
Mean0.45667
MAD0.5911045146
Skewness1.840139739
Sum45667
Variance0.512587637
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 5.5 6.5 10. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 64719 64.7%
 
1 27099 27.1%
 
2 6452 6.5%
 
3 1363 1.4%
 
4 293 0.3%
 
5 52 0.1%
 
6 16 < 0.1%
 
7 3 < 0.1%
 
8 2 < 0.1%
 
10 1 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 64719 64.7%
 
1 27099 27.1%
 
2 6452 6.5%
 
3 1363 1.4%
 
4 293 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
10 1 < 0.1%
 
8 2 < 0.1%
 
7 3 < 0.1%
 
6 16 < 0.1%
 
5 52 0.1%
 

AGE
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
27213
27148
23902
ValueCountFrequency (%) 
27213 27.2%
 
27148 27.1%
 
23902 23.9%
 
中高 21737 21.7%
 
Max length2
Mean length1.21737
Min length1
Contains charsFalse
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

ANNUAL_INCOME_AMT
Numeric

Distinct count847
Unique (%)0.8%
Missing (%)39.2%
Missing (n)39201
Infinite (%)0.0%
Infinite (n)0
Mean0.0006068425456
Minimum0
Maximum0.25
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile8.33e-05
Q10.00024999
Median0.000416657
Q30.000666657
95-th percentile0.001666657
Maximum0.25
Range0.25
Interquartile range0.000416667

Descriptive statistics

Standard deviation0.001458002214
Coef of variation2.402603812
Kurtosis14530.50677
Mean0.0006068425456
MAD0.0003732957423
Skewness94.00856744
Sum36.89541993
Variance2.125770455e-06
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.00049999 6310 6.3%
 
0.000416657 6170 6.2%
 
0.000208323 5786 5.8%
 
0.000833323 4791 4.8%
 
0.00062499 3925 3.9%
 
0.000666657 3696 3.7%
 
0.000333323 3148 3.1%
 
0.00024999 3052 3.1%
 
0.00124999 2436 2.4%
 
8.33e-05 2113 2.1%
 
Other values (836) 19372 19.4%
 
(Missing) 39201 39.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 10 < 0.1%
 
8e-08 1 < 0.1%
 
8.4e-07 1 < 0.1%
 
9.4e-07 19 < 0.1%
 
9.9e-07 4 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.25 1 < 0.1%
 
0.08333332 1 < 0.1%
 
0.06666666 2 < 0.1%
 
0.05416666 1 < 0.1%
 
0.04999999 2 < 0.1%
 

ANNUAL_PREMIUM_AMT
Numeric

Distinct count26446
Unique (%)26.4%
Missing (%)62.4%
Missing (n)62445
Infinite (%)0.0%
Infinite (n)0
Mean0.00123456077
Minimum0
Maximum0.3788604
Zeros (%)1.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile3.54e-05
Q10.000208621
Median0.000423251
Q30.0009992475
95-th percentile0.0043003922
Maximum0.3788604
Range0.3788604
Interquartile range0.0007906265

Descriptive statistics

Standard deviation0.004181061097
Coef of variation3.386679052
Kurtosis1983.019681
Mean0.00123456077
MAD0.001329357506
Skewness29.61355262
Sum46.3639297
Variance1.74812719e-05
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 1372 1.4%
 
0.000338556 95 0.1%
 
0.00027818 94 0.1%
 
0.000333816 81 0.1%
 
0.000389452 79 0.1%
 
0.000154419 69 0.1%
 
0.000154325 60 0.1%
 
0.00056426 47 < 0.1%
 
0.000225704 46 < 0.1%
 
0.000470216 42 < 0.1%
 
Other values (26435) 35570 35.6%
 
(Missing) 62445 62.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1372 1.4%
 
1.05e-06 1 < 0.1%
 
1.41e-06 2 < 0.1%
 
1.62e-06 1 < 0.1%
 
1.66e-06 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.3788604 1 < 0.1%
 
0.1523081 1 < 0.1%
 
0.1331843 1 < 0.1%
 
0.1284878 1 < 0.1%
 
0.1210345 1 < 0.1%
 

ANNUITY_AMT
Numeric

Distinct count1427
Unique (%)1.4%
Missing (%)27.5%
Missing (n)27540
Infinite (%)0.0%
Infinite (n)0
Mean0.002359209893
Minimum0
Maximum0.3773451
Zeros (%)54.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.000213592
95-th percentile0.01423944
Maximum0.3773451
Range0.3773451
Interquartile range0.000213592

Descriptive statistics

Standard deviation0.009075469747
Coef of variation3.846825911
Kurtosis229.429868
Mean0.002359209893
MAD0.003760164337
Skewness10.69921172
Sum170.9483489
Variance8.236415113e-05
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 54152 54.2%
 
0.000889965 760 0.8%
 
0.00177993 578 0.6%
 
0.02135915 446 0.4%
 
0.003559859 373 0.4%
 
0.03559859 368 0.4%
 
0.007119718 328 0.3%
 
0.000676373 325 0.3%
 
0.01067958 319 0.3%
 
0.000605176 305 0.3%
 
Other values (1416) 14506 14.5%
 
(Missing) 27540 27.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 54152 54.2%
 
3.56e-05 11 < 0.1%
 
7.12e-05 24 < 0.1%
 
0.000106796 51 0.1%
 
0.000142394 45 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.3773451 1 < 0.1%
 
0.3626428 1 < 0.1%
 
0.3559859 1 < 0.1%
 
0.3313517 1 < 0.1%
 
0.2934748 1 < 0.1%
 

APC_1ST_AGE
Categorical

Distinct count5
Unique (%)< 0.1%
Missing (%)43.3%
Missing (n)43282
中高
16507
16443
14758
(Missing)
43282
ValueCountFrequency (%) 
中高 16507 16.5%
 
16443 16.4%
 
14758 14.8%
 
9010 9.0%
 
(Missing) 43282 43.3%
 
Max length3
Mean length2.03071
Min length1
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

APC_1ST_YEARDIF
Numeric

Distinct count71
Unique (%)0.1%
Missing (%)43.3%
Missing (n)43282
Infinite (%)0.0%
Infinite (n)0
Mean0.2587685985
Minimum0
Maximum0.9302326
Zeros (%)1.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.02325581
Q10.1162791
Median0.2093023
Q30.4186047
95-th percentile0.6046512
Maximum0.9302326
Range0.9302326
Interquartile range0.3023256

Descriptive statistics

Standard deviation0.1829683153
Coef of variation0.7070731009
Kurtosis-0.5906082129
Mean0.2587685985
MAD0.1535813893
Skewness0.6035491522
Sum14676.83737
Variance0.03347740441
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.1627907 4047 4.0%
 
0.04651163 3019 3.0%
 
0.1860465 2960 3.0%
 
0.02325581 2783 2.8%
 
0.1395349 2767 2.8%
 
0.09302326 2734 2.7%
 
0.2093023 2731 2.7%
 
0.06976744 2710 2.7%
 
0.255814 2533 2.5%
 
0.2325581 2502 2.5%
 
Other values (60) 27932 27.9%
 
(Missing) 43282 43.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1602 1.6%
 
0.02325581 2783 2.8%
 
0.023255814 161 0.2%
 
0.046511628 128 0.1%
 
0.04651163 3019 3.0%
 

Maximum 5 values

ValueCountFrequency (%) 
0.9302326 1 < 0.1%
 
0.8837209 2 < 0.1%
 
0.8604651 1 < 0.1%
 
0.8372093 5 < 0.1%
 
0.8139535 17 < 0.1%
 

APC_CNT
Numeric

Distinct count5
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.68107
Minimum0
Maximum4
Zeros (%)39.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median1
Q31
95-th percentile2
Maximum4
Range4
Interquartile range1

Descriptive statistics

Standard deviation0.6148474896
Coef of variation0.9027669544
Kurtosis-0.1822073915
Mean0.68107
MAD0.539543654
Skewness0.4098002513
Sum68107
Variance0.3780374355
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%) 
1 52987 53.0%
 
0 39610 39.6%
 
2 7099 7.1%
 
3 294 0.3%
 
4 10 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 39610 39.6%
 
1 52987 53.0%
 
2 7099 7.1%
 
3 294 0.3%
 
4 10 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4 10 < 0.1%
 
3 294 0.3%
 
2 7099 7.1%
 
1 52987 53.0%
 
0 39610 39.6%
 

B_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)79.9%
Missing (n)79871
N
16022
Y
 
4107
(Missing)
79871
ValueCountFrequency (%) 
N 16022 16.0%
 
Y 4107 4.1%
 
(Missing) 79871 79.9%
 

BANK_NUMBER_CNT
Numeric

Distinct count8
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.0560275
Minimum0
Maximum0.875
Zeros (%)63.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.125
95-th percentile0.25
Maximum0.875
Range0.875
Interquartile range0.125

Descriptive statistics

Standard deviation0.08406316024
Coef of variation1.500391062
Kurtosis2.631675743
Mean0.0560275
MAD0.07158185455
Skewness1.54881681
Sum5602.75
Variance0.00706661491
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[0. 0.0625 0.1875 0.3125 0.4375 0.5625 0.6875 0.875 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 63881 63.9%
 
0.125 28760 28.8%
 
0.25 6194 6.2%
 
0.375 1003 1.0%
 
0.5 148 0.1%
 
0.625 12 < 0.1%
 
0.875 1 < 0.1%
 
0.75 1 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 63881 63.9%
 
0.125 28760 28.8%
 
0.25 6194 6.2%
 
0.375 1003 1.0%
 
0.5 148 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.875 1 < 0.1%
 
0.75 1 < 0.1%
 
0.625 12 < 0.1%
 
0.5 148 0.1%
 
0.375 1003 1.0%
 

BMI
Numeric

Distinct count33
Unique (%)< 0.1%
Missing (%)16.6%
Missing (n)16645
Infinite (%)0.0%
Infinite (n)0
Mean0.2642408974
Minimum0
Maximum0.925
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.1
Q10.2
Median0.275
Q30.325
95-th percentile0.4
Maximum0.925
Range0.925
Interquartile range0.125

Descriptive statistics

Standard deviation0.0913669734
Coef of variation0.3457715074
Kurtosis-0.1452566322
Mean0.2642408974
MAD0.07324587979
Skewness-0.1182419034
Sum22025.8
Variance0.008347923828
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%) 
0.275 9607 9.6%
 
0.25 9248 9.2%
 
0.3 8307 8.3%
 
0.225 7817 7.8%
 
0.325 7372 7.4%
 
0.35 6501 6.5%
 
0.2 6184 6.2%
 
0.175 4769 4.8%
 
0.375 4557 4.6%
 
0.15 3629 3.6%
 
Other values (22) 15364 15.4%
 
(Missing) 16645 16.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 63 0.1%
 
0.025 371 0.4%
 
0.05 924 0.9%
 
0.075 1125 1.1%
 
0.1 2347 2.3%
 

Maximum 5 values

ValueCountFrequency (%) 
0.925 1 < 0.1%
 
0.8 1 < 0.1%
 
0.75 2 < 0.1%
 
0.7 2 < 0.1%
 
0.675 3 < 0.1%
 

C_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)79.9%
Missing (n)79871
N
19737
Y
 
392
(Missing)
79871
ValueCountFrequency (%) 
N 19737 19.7%
 
Y 392 0.4%
 
(Missing) 79871 79.9%
 

CHANNEL_A_POL_CNT
Numeric

Distinct count65
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.62773
Minimum0
Maximum97
Zeros (%)55.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q32
95-th percentile7
Maximum97
Range97
Interquartile range2

Descriptive statistics

Standard deviation3.36579832
Coef of variation2.067786623
Kurtosis66.62055613
Mean1.62773
MAD1.981624548
Skewness5.727391915
Sum162773
Variance11.32859833
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 24.5 29.5 40.5 61.5 97. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 55427 55.4%
 
1 14116 14.1%
 
2 9664 9.7%
 
3 6174 6.2%
 
4 4089 4.1%
 
5 2560 2.6%
 
6 1929 1.9%
 
7 1345 1.3%
 
8 1010 1.0%
 
9 740 0.7%
 
Other values (55) 2946 2.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 55427 55.4%
 
1 14116 14.1%
 
2 9664 9.7%
 
3 6174 6.2%
 
4 4089 4.1%
 

Maximum 5 values

ValueCountFrequency (%) 
97 1 < 0.1%
 
93 1 < 0.1%
 
86 1 < 0.1%
 
82 2 < 0.1%
 
69 1 < 0.1%
 

CHANNEL_B_POL_CNT
Numeric

Distinct count13
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.03108
Minimum0
Maximum17
Zeros (%)97.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum17
Range17
Interquartile range0

Descriptive statistics

Standard deviation0.2623256025
Coef of variation8.440334702
Kurtosis464.7360887
Mean0.03108
MAD0.060863964
Skewness15.69711961
Sum3108
Variance0.06881472175
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=13)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 6.5 17. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 97915 97.9%
 
1 1480 1.5%
 
2 382 0.4%
 
3 128 0.1%
 
4 55 0.1%
 
5 18 < 0.1%
 
6 11 < 0.1%
 
7 4 < 0.1%
 
9 2 < 0.1%
 
8 2 < 0.1%
 
Other values (3) 3 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 97915 97.9%
 
1 1480 1.5%
 
2 382 0.4%
 
3 128 0.1%
 
4 55 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
17 1 < 0.1%
 
14 1 < 0.1%
 
11 1 < 0.1%
 
9 2 < 0.1%
 
8 2 < 0.1%
 

CHARGE_CITY_CD
Categorical

Distinct count8
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
B1
51618
A1
16513
C2
 
8601
Other values (5)
23268
ValueCountFrequency (%) 
B1 51618 51.6%
 
A1 16513 16.5%
 
C2 8601 8.6%
 
A2 8431 8.4%
 
B2 7574 7.6%
 
C1 4820 4.8%
 
D 2209 2.2%
 
E 234 0.2%
 
Max length2
Mean length1.97557
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

CLC_CUR_NUM
Numeric

Distinct count9
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.55733
Minimum0
Maximum8
Zeros (%)56.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile2
Maximum8
Range8
Interquartile range1

Descriptive statistics

Standard deviation0.7401883206
Coef of variation1.328097035
Kurtosis3.293607064
Mean0.55733
MAD0.6262048414
Skewness1.508170765
Sum55733
Variance0.5478787499
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=9)
Histogram
Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 4.5 5.5 6.5 8. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 56179 56.2%
 
1 34397 34.4%
 
2 7445 7.4%
 
3 1582 1.6%
 
4 314 0.3%
 
5 61 0.1%
 
6 16 < 0.1%
 
7 5 < 0.1%
 
8 1 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 56179 56.2%
 
1 34397 34.4%
 
2 7445 7.4%
 
3 1582 1.6%
 
4 314 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
8 1 < 0.1%
 
7 5 < 0.1%
 
6 16 < 0.1%
 
5 61 0.1%
 
4 314 0.3%
 

CONTACT_CITY_CD
Categorical

Distinct count8
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
A1
27066
B1
18680
A2
14489
Other values (5)
39765
ValueCountFrequency (%) 
A1 27066 27.1%
 
B1 18680 18.7%
 
A2 14489 14.5%
 
C2 14454 14.5%
 
B2 13027 13.0%
 
C1 7961 8.0%
 
D 3852 3.9%
 
E 471 0.5%
 
Max length2
Mean length1.95677
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

CUS_ID
Numeric

Distinct count100000
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1267298.926
Minimum12
Maximum2551470
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum12
5-th percentile125684.7
Q1627539.75
Median1261358
Q31903561.25
95-th percentile2424693.1
Maximum2551470
Range2551458
Interquartile range1276021.5

Descriptive statistics

Standard deviation738253.4022
Coef of variation0.5825408567
Kurtosis-1.20476731
Mean1267298.926
MAD639716.9706
Skewness0.01703404551
Sum1.267298926e+11
Variance5.450180859e+11
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[1.20000e+01 8.02179e+05 2.55147e+06], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1294227 1 < 0.1%
 
1553123 1 < 0.1%
 
2015949 1 < 0.1%
 
580302 1 < 0.1%
 
447183 1 < 0.1%
 
797392 1 < 0.1%
 
724524 1 < 0.1%
 
1639641 1 < 0.1%
 
406227 1 < 0.1%
 
264916 1 < 0.1%
 
Other values (99990) 99990 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
12 1 < 0.1%
 
23 1 < 0.1%
 
44 1 < 0.1%
 
64 1 < 0.1%
 
74 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2551470 1 < 0.1%
 
2551449 1 < 0.1%
 
2551407 1 < 0.1%
 
2551400 1 < 0.1%
 
2551398 1 < 0.1%
 

CUST_9_SEGMENTS_CD
Categorical

Distinct count8
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
C
31303
H
24023
F
18323
Other values (5)
26351
ValueCountFrequency (%) 
C 31303 31.3%
 
H 24023 24.0%
 
F 18323 18.3%
 
G 16160 16.2%
 
E 6241 6.2%
 
B 1805 1.8%
 
D 1502 1.5%
 
A 643 0.6%
 
Max length1
Mean length1
Min length1
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

DIEACCIDENT_AMT
Numeric

Distinct count44675
Unique (%)44.7%
Missing (%)27.5%
Missing (n)27540
Infinite (%)0.0%
Infinite (n)0
Mean0.004402396588
Minimum0
Maximum0.3622524
Zeros (%)13.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.000259875
Median0.002436944
Q30.00578676175
95-th percentile0.0156378115
Maximum0.3622524
Range0.3622524
Interquartile range0.00552688675

Descriptive statistics

Standard deviation0.007035128492
Coef of variation1.59802243
Kurtosis156.7791685
Mean0.004402396588
MAD0.004200058685
Skewness7.093390651
Sum318.9976568
Variance4.949303289e-05
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 13399 13.4%
 
0.002598753 740 0.7%
 
0.000259875 632 0.6%
 
0.000779626 596 0.6%
 
0.001299377 450 0.4%
 
0.001559252 356 0.4%
 
0.000519751 289 0.3%
 
0.005197507 265 0.3%
 
0.005743245 251 0.3%
 
0.003118504 224 0.2%
 
Other values (44664) 55258 55.3%
 
(Missing) 27540 27.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 13399 13.4%
 
1.04e-08 1 < 0.1%
 
1.3e-08 1 < 0.1%
 
7.02e-08 1 < 0.1%
 
3.12e-07 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.3622524 1 < 0.1%
 
0.2170778 1 < 0.1%
 
0.1769855 1 < 0.1%
 
0.1762318 1 < 0.1%
 
0.1584455 1 < 0.1%
 

DIEBENEFIT_AMT
Highly correlated

This variable is highly correlated with DIEACCIDENT_AMT and should be ignored for analysis

Correlation0.9402088548

DISEASES_HOSPITAL_REC_AMT
Highly correlated

This variable is highly correlated with ACCIDENT_HOSPITAL_REC_AMT and should be ignored for analysis

Correlation0.9462433008

EDUCATION_CD
Categorical

Distinct count5
Unique (%)< 0.1%
Missing (%)20.6%
Missing (n)20562
3
30586
1
24873
2
20120
(Missing)
20562
ValueCountFrequency (%) 
3 30586 30.6%
 
1 24873 24.9%
 
2 20120 20.1%
 
4 3859 3.9%
 
(Missing) 20562 20.6%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

EXPIRATION_AMT
Numeric

Distinct count299
Unique (%)0.3%
Missing (%)27.5%
Missing (n)27540
Infinite (%)0.0%
Infinite (n)0
Mean0.0003208913359
Minimum0
Maximum0.2875879
Zeros (%)71.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum0.2875879
Range0.2875879
Interquartile range0

Descriptive statistics

Standard deviation0.003795351796
Coef of variation11.82752967
Kurtosis1498.404741
Mean0.0003208913359
MAD0.0006315249474
Skewness29.86835614
Sum23.2517862
Variance1.440469526e-05
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 71299 71.3%
 
0.02044154 207 0.2%
 
0.01226492 205 0.2%
 
0.008176615 125 0.1%
 
0.004088307 67 0.1%
 
0.04088307 40 < 0.1%
 
0.02861815 31 < 0.1%
 
0.02452984 27 < 0.1%
 
0.012264922 17 < 0.1%
 
0.01430908 17 < 0.1%
 
Other values (288) 425 0.4%
 
(Missing) 27540 27.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 71299 71.3%
 
4.09e-05 1 < 0.1%
 
8.18e-05 1 < 0.1%
 
0.000159444 1 < 0.1%
 
0.000183974 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.2875879 1 < 0.1%
 
0.2796402 1 < 0.1%
 
0.2044154 2 < 0.1%
 
0.186426819 1 < 0.1%
 
0.1760793 1 < 0.1%
 

FINANCETOOLS_A
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)62.6%
Missing (n)62641
Y
26456
N
 
10903
(Missing)
62641
ValueCountFrequency (%) 
Y 26456 26.5%
 
N 10903 10.9%
 
(Missing) 62641 62.6%
 

FINANCETOOLS_B
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)62.6%
Missing (n)62641
N
33826
Y
 
3533
(Missing)
62641
ValueCountFrequency (%) 
N 33826 33.8%
 
Y 3533 3.5%
 
(Missing) 62641 62.6%
 

FINANCETOOLS_C
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)62.6%
Missing (n)62641
N
24837
Y
 
12522
(Missing)
62641
ValueCountFrequency (%) 
N 24837 24.8%
 
Y 12522 12.5%
 
(Missing) 62641 62.6%
 

FINANCETOOLS_D
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)62.6%
Missing (n)62641
N
34308
Y
 
3051
(Missing)
62641
ValueCountFrequency (%) 
N 34308 34.3%
 
Y 3051 3.1%
 
(Missing) 62641 62.6%
 

FINANCETOOLS_E
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)62.6%
Missing (n)62641
N
37114
Y
 
245
(Missing)
62641
ValueCountFrequency (%) 
N 37114 37.1%
 
Y 245 0.2%
 
(Missing) 62641 62.6%
 

FINANCETOOLS_F
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)62.6%
Missing (n)62641
N
36161
Y
 
1198
(Missing)
62641
ValueCountFrequency (%) 
N 36161 36.2%
 
Y 1198 1.2%
 
(Missing) 62641 62.6%
 

FINANCETOOLS_G
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)62.6%
Missing (n)62641
N
34101
Y
 
3258
(Missing)
62641
ValueCountFrequency (%) 
N 34101 34.1%
 
Y 3258 3.3%
 
(Missing) 62641 62.6%
 

FIRST_CANCER_AMT
Numeric

Distinct count404
Unique (%)0.4%
Missing (%)27.5%
Missing (n)27540
Infinite (%)0.0%
Infinite (n)0
Mean0.01428443564
Minimum0
Maximum0.7345912
Zeros (%)43.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.01886792
95-th percentile0.06289308
Maximum0.7345912
Range0.7345912
Interquartile range0.01886792

Descriptive statistics

Standard deviation0.0334391356
Coef of variation2.340949019
Kurtosis49.52983144
Mean0.01428443564
MAD0.01835582115
Skewness5.600914189
Sum1035.050207
Variance0.00111817579
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 43869 43.9%
 
0.01886792 7628 7.6%
 
0.009433962 7505 7.5%
 
0.03773585 3383 3.4%
 
0.06289308 1232 1.2%
 
0.03144654 935 0.9%
 
0.02830189 927 0.9%
 
0.05660377 743 0.7%
 
0.02515723 693 0.7%
 
0.1257862 663 0.7%
 
Other values (393) 4882 4.9%
 
(Missing) 27540 27.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 43869 43.9%
 
0.001528553 1 < 0.1%
 
0.002325283 1 < 0.1%
 
0.00274717 1 < 0.1%
 
0.002992453 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.7345912 1 < 0.1%
 
0.6918239 1 < 0.1%
 
0.6792453 1 < 0.1%
 
0.6383648 1 < 0.1%
 
0.6289308 5 < 0.1%
 

GENDER
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)0.7%
Missing (n)683
F
52944
M
46373
(Missing)
 
683
ValueCountFrequency (%) 
F 52944 52.9%
 
M 46373 46.4%
 
(Missing) 683 0.7%
 
Max length3
Mean length1.01366
Min length1
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

IF_2ND_GEN_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Y
54315
N
45685
ValueCountFrequency (%) 
Y 54315 54.3%
 
N 45685 45.7%
 

IF_ADD_F_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
88620
Y
 
11380
ValueCountFrequency (%) 
N 88620 88.6%
 
Y 11380 11.4%
 

IF_ADD_G_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
99404
Y
 
596
ValueCountFrequency (%) 
N 99404 99.4%
 
Y 596 0.6%
 

IF_ADD_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
75242
Y
24758
ValueCountFrequency (%) 
N 75242 75.2%
 
Y 24758 24.8%
 

IF_ADD_INSD_F_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)51.8%
Missing (n)51848
Y
24196
N
23956
(Missing)
51848
ValueCountFrequency (%) 
Y 24196 24.2%
 
N 23956 24.0%
 
(Missing) 51848 51.8%
 

IF_ADD_INSD_G_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)51.8%
Missing (n)51848
N
47418
Y
 
734
(Missing)
51848
ValueCountFrequency (%) 
N 47418 47.4%
 
Y 734 0.7%
 
(Missing) 51848 51.8%
 

IF_ADD_INSD_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)0.2%
Missing (n)171
N
51853
Y
47976
(Missing)
 
171
ValueCountFrequency (%) 
N 51853 51.9%
 
Y 47976 48.0%
 
(Missing) 171 0.2%
 

IF_ADD_INSD_L_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)51.8%
Missing (n)51848
Y
36432
N
11720
(Missing)
51848
ValueCountFrequency (%) 
Y 36432 36.4%
 
N 11720 11.7%
 
(Missing) 51848 51.8%
 

IF_ADD_INSD_Q_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)51.8%
Missing (n)51848
Y
37145
N
11007
(Missing)
51848
ValueCountFrequency (%) 
Y 37145 37.1%
 
N 11007 11.0%
 
(Missing) 51848 51.8%
 

IF_ADD_INSD_R_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)51.8%
Missing (n)51848
N
30864
Y
17288
(Missing)
51848
ValueCountFrequency (%) 
N 30864 30.9%
 
Y 17288 17.3%
 
(Missing) 51848 51.8%
 

IF_ADD_L_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
81537
Y
18463
ValueCountFrequency (%) 
N 81537 81.5%
 
Y 18463 18.5%
 

IF_ADD_Q_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
81054
Y
18946
ValueCountFrequency (%) 
N 81054 81.1%
 
Y 18946 18.9%
 

IF_ADD_R_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
85375
Y
 
14625
ValueCountFrequency (%) 
N 85375 85.4%
 
Y 14625 14.6%
 

IF_HOUSEHOLD_CLAIM_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Y
51454
N
48546
ValueCountFrequency (%) 
Y 51454 51.5%
 
N 48546 48.5%
 

IF_ISSUE_A_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
98123
Y
 
1877
ValueCountFrequency (%) 
N 98123 98.1%
 
Y 1877 1.9%
 

IF_ISSUE_B_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
99021
Y
 
979
ValueCountFrequency (%) 
N 99021 99.0%
 
Y 979 1.0%
 

IF_ISSUE_C_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
96411
Y
 
3589
ValueCountFrequency (%) 
N 96411 96.4%
 
Y 3589 3.6%
 

IF_ISSUE_D_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
92820
Y
 
7180
ValueCountFrequency (%) 
N 92820 92.8%
 
Y 7180 7.2%
 

IF_ISSUE_E_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
99862
Y
 
138
ValueCountFrequency (%) 
N 99862 99.9%
 
Y 138 0.1%
 

IF_ISSUE_F_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
97101
Y
 
2899
ValueCountFrequency (%) 
N 97101 97.1%
 
Y 2899 2.9%
 

IF_ISSUE_G_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
97325
Y
 
2675
ValueCountFrequency (%) 
N 97325 97.3%
 
Y 2675 2.7%
 

IF_ISSUE_H_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
99966
Y
 
34
ValueCountFrequency (%) 
N 99966 > 99.9%
 
Y 34 < 0.1%
 

IF_ISSUE_I_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
94373
Y
 
5627
ValueCountFrequency (%) 
N 94373 94.4%
 
Y 5627 5.6%
 

IF_ISSUE_INSD_A_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)20.1%
Missing (n)20083
N
77547
Y
 
2370
(Missing)
20083
ValueCountFrequency (%) 
N 77547 77.5%
 
Y 2370 2.4%
 
(Missing) 20083 20.1%
 

IF_ISSUE_INSD_B_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)20.1%
Missing (n)20083
N
77949
Y
 
1968
(Missing)
20083
ValueCountFrequency (%) 
N 77949 77.9%
 
Y 1968 2.0%
 
(Missing) 20083 20.1%
 

IF_ISSUE_INSD_C_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)20.1%
Missing (n)20083
N
73297
Y
 
6620
(Missing)
20083
ValueCountFrequency (%) 
N 73297 73.3%
 
Y 6620 6.6%
 
(Missing) 20083 20.1%
 

IF_ISSUE_INSD_D_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)20.1%
Missing (n)20083
N
67753
Y
 
12164
(Missing)
20083
ValueCountFrequency (%) 
N 67753 67.8%
 
Y 12164 12.2%
 
(Missing) 20083 20.1%
 

IF_ISSUE_INSD_E_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)20.1%
Missing (n)20083
N
79757
Y
 
160
(Missing)
20083
ValueCountFrequency (%) 
N 79757 79.8%
 
Y 160 0.2%
 
(Missing) 20083 20.1%
 

IF_ISSUE_INSD_F_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)20.1%
Missing (n)20083
N
75467
Y
 
4450
(Missing)
20083
ValueCountFrequency (%) 
N 75467 75.5%
 
Y 4450 4.5%
 
(Missing) 20083 20.1%
 

IF_ISSUE_INSD_G_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)20.1%
Missing (n)20083
N
76078
Y
 
3839
(Missing)
20083
ValueCountFrequency (%) 
N 76078 76.1%
 
Y 3839 3.8%
 
(Missing) 20083 20.1%
 

IF_ISSUE_INSD_H_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)20.1%
Missing (n)20083
N
79883
Y
 
34
(Missing)
20083
ValueCountFrequency (%) 
N 79883 79.9%
 
Y 34 < 0.1%
 
(Missing) 20083 20.1%
 

IF_ISSUE_INSD_I_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)20.1%
Missing (n)20083
N
70807
Y
 
9110
(Missing)
20083
ValueCountFrequency (%) 
N 70807 70.8%
 
Y 9110 9.1%
 
(Missing) 20083 20.1%
 

IF_ISSUE_INSD_J_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)20.1%
Missing (n)20083
N
59422
Y
20495
(Missing)
20083
ValueCountFrequency (%) 
N 59422 59.4%
 
Y 20495 20.5%
 
(Missing) 20083 20.1%
 

IF_ISSUE_INSD_K_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)20.1%
Missing (n)20083
N
79385
Y
 
532
(Missing)
20083
ValueCountFrequency (%) 
N 79385 79.4%
 
Y 532 0.5%
 
(Missing) 20083 20.1%
 

IF_ISSUE_INSD_L_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)20.1%
Missing (n)20083
N
79146
Y
 
771
(Missing)
20083
ValueCountFrequency (%) 
N 79146 79.1%
 
Y 771 0.8%
 
(Missing) 20083 20.1%
 

IF_ISSUE_INSD_M_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)20.1%
Missing (n)20083
N
79752
Y
 
165
(Missing)
20083
ValueCountFrequency (%) 
N 79752 79.8%
 
Y 165 0.2%
 
(Missing) 20083 20.1%
 

IF_ISSUE_INSD_N_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)20.1%
Missing (n)20083
N
55664
Y
24253
(Missing)
20083
ValueCountFrequency (%) 
N 55664 55.7%
 
Y 24253 24.3%
 
(Missing) 20083 20.1%
 

IF_ISSUE_INSD_O_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)20.1%
Missing (n)20083
N
78412
Y
 
1505
(Missing)
20083
ValueCountFrequency (%) 
N 78412 78.4%
 
Y 1505 1.5%
 
(Missing) 20083 20.1%
 

IF_ISSUE_INSD_P_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)20.1%
Missing (n)20083
N
52368
Y
27549
(Missing)
20083
ValueCountFrequency (%) 
N 52368 52.4%
 
Y 27549 27.5%
 
(Missing) 20083 20.1%
 

IF_ISSUE_INSD_Q_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)20.1%
Missing (n)20083
N
44690
Y
35227
(Missing)
20083
ValueCountFrequency (%) 
N 44690 44.7%
 
Y 35227 35.2%
 
(Missing) 20083 20.1%
 

IF_ISSUE_J_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
89030
Y
 
10970
ValueCountFrequency (%) 
N 89030 89.0%
 
Y 10970 11.0%
 

IF_ISSUE_K_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
99745
Y
 
255
ValueCountFrequency (%) 
N 99745 99.7%
 
Y 255 0.3%
 

IF_ISSUE_L_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
99466
Y
 
534
ValueCountFrequency (%) 
N 99466 99.5%
 
Y 534 0.5%
 

IF_ISSUE_M_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
99900
Y
 
100
ValueCountFrequency (%) 
N 99900 99.9%
 
Y 100 0.1%
 

IF_ISSUE_N_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
84878
Y
 
15122
ValueCountFrequency (%) 
N 84878 84.9%
 
Y 15122 15.1%
 

IF_ISSUE_O_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
98835
Y
 
1165
ValueCountFrequency (%) 
N 98835 98.8%
 
Y 1165 1.2%
 

IF_ISSUE_P_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
84978
Y
 
15022
ValueCountFrequency (%) 
N 84978 85.0%
 
Y 15022 15.0%
 

IF_ISSUE_Q_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
81592
Y
18408
ValueCountFrequency (%) 
N 81592 81.6%
 
Y 18408 18.4%
 

IF_S_REAL_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
68627
Y
31373
ValueCountFrequency (%) 
N 68627 68.6%
 
Y 31373 31.4%
 

IF_Y_REAL_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
82112
Y
17888
ValueCountFrequency (%) 
N 82112 82.1%
 
Y 17888 17.9%
 

ILL_ACCELERATION_AMT
Numeric

Distinct count1005
Unique (%)1.0%
Missing (%)27.5%
Missing (n)27540
Infinite (%)0.0%
Infinite (n)0
Mean0.004283638124
Minimum0
Maximum0.666666667
Zeros (%)62.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0.03333333
Maximum0.666666667
Range0.666666667
Interquartile range0

Descriptive statistics

Standard deviation0.01416270902
Coef of variation3.306233769
Kurtosis119.6619083
Mean0.004283638124
MAD0.007459843865
Skewness6.37611045
Sum310.3924184
Variance0.0002005823267
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 62890 62.9%
 
0.03333333 1043 1.0%
 
0.02564103 1041 1.0%
 
0.06666667 802 0.8%
 
0.02 796 0.8%
 
0.05128205 631 0.6%
 
0.01538462 628 0.6%
 
0.01333333 351 0.4%
 
0.03076923 311 0.3%
 
0.006666667 266 0.3%
 
Other values (994) 3701 3.7%
 
(Missing) 27540 27.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 62890 62.9%
 
6.45e-05 1 < 0.1%
 
8.55e-05 1 < 0.1%
 
0.000132733 1 < 0.1%
 
0.000136718 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.666666667 1 < 0.1%
 
0.5128205 1 < 0.1%
 
0.3333333 1 < 0.1%
 
0.3 1 < 0.1%
 
0.2564103 3 < 0.1%
 

ILL_ADDITIONAL_AMT
Numeric

Distinct count411
Unique (%)0.4%
Missing (%)27.5%
Missing (n)27540
Infinite (%)0.0%
Infinite (n)0
Mean0.002228688201
Minimum0
Maximum0.3
Zeros (%)65.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0.015
Maximum0.3
Range0.3
Interquartile range0

Descriptive statistics

Standard deviation0.009713614096
Coef of variation4.358444618
Kurtosis81.36133107
Mean0.002228688201
MAD0.004029373464
Skewness7.003126044
Sum161.490747
Variance9.43542988e-05
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 65383 65.4%
 
0.005 2161 2.2%
 
0.05 1213 1.2%
 
0.025 1138 1.1%
 
0.015 928 0.9%
 
0.01 434 0.4%
 
0.03 240 0.2%
 
0.1 124 0.1%
 
0.02 63 0.1%
 
0.035 56 0.1%
 
Other values (400) 720 0.7%
 
(Missing) 27540 27.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 65383 65.4%
 
2.49e-05 1 < 0.1%
 
4.18e-05 1 < 0.1%
 
0.00010575 1 < 0.1%
 
0.00010775 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.3 2 < 0.1%
 
0.25 2 < 0.1%
 
0.2 1 < 0.1%
 
0.195 1 < 0.1%
 
0.175 1 < 0.1%
 

IM_CNT
Numeric

Distinct count5
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.38378
Minimum0
Maximum4
Zeros (%)71.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile2
Maximum4
Range4
Interquartile range1

Descriptive statistics

Standard deviation0.6920243497
Coef of variation1.803179816
Kurtosis3.189590338
Mean0.38378
MAD0.550954568
Skewness1.884150926
Sum38378
Variance0.4788977006
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%) 
0 71780 71.8%
 
1 19964 20.0%
 
2 6414 6.4%
 
3 1782 1.8%
 
4 60 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 71780 71.8%
 
1 19964 20.0%
 
2 6414 6.4%
 
3 1782 1.8%
 
4 60 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4 60 0.1%
 
3 1782 1.8%
 
2 6414 6.4%
 
1 19964 20.0%
 
0 71780 71.8%
 

IM_IS_A_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
99366
Y
 
634
ValueCountFrequency (%) 
N 99366 99.4%
 
Y 634 0.6%
 

IM_IS_B_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
87519
Y
 
12481
ValueCountFrequency (%) 
N 87519 87.5%
 
Y 12481 12.5%
 

IM_IS_C_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
92684
Y
 
7316
ValueCountFrequency (%) 
N 92684 92.7%
 
Y 7316 7.3%
 

IM_IS_D_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
82053
Y
17947
ValueCountFrequency (%) 
N 82053 82.1%
 
Y 17947 17.9%
 

INPATIENT_SURGERY_AMT
Numeric

Distinct count462
Unique (%)0.5%
Missing (%)27.5%
Missing (n)27540
Infinite (%)0.0%
Infinite (n)0
Mean0.05882138621
Minimum0
Maximum0.8242424
Zeros (%)31.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.03030303
Q30.1030303
95-th percentile0.2424242
Maximum0.8242424
Range0.8242424
Interquartile range0.1030303

Descriptive statistics

Standard deviation0.07827785177
Coef of variation1.330771966
Kurtosis4.952224379
Mean0.05882138621
MAD0.06025201733
Skewness1.908485945
Sum4262.197645
Variance0.006127422077
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 31509 31.5%
 
0.03030303 8804 8.8%
 
0.1030303 8529 8.5%
 
0.1333333 2984 3.0%
 
0.07272727 2457 2.5%
 
0.06060606 1877 1.9%
 
0.2424242 1737 1.7%
 
0.1212121 1293 1.3%
 
0.01515152 696 0.7%
 
0.04545455 601 0.6%
 
Other values (451) 11973 12.0%
 
(Missing) 27540 27.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 31509 31.5%
 
0.003030303 2 < 0.1%
 
0.006060606 4 < 0.1%
 
0.009090909 14 < 0.1%
 
0.01212121 26 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.8242424 1 < 0.1%
 
0.7878788 1 < 0.1%
 
0.7515152 1 < 0.1%
 
0.7272727 2 < 0.1%
 
0.7212121 1 < 0.1%
 

INSD_1ST_AGE
Categorical

Distinct count5
Unique (%)< 0.1%
Missing (%)0.2%
Missing (n)171
25698
25170
24974
ValueCountFrequency (%) 
25698 25.7%
 
25170 25.2%
 
24974 25.0%
 
中高 23987 24.0%
 
(Missing) 171 0.2%
 
Max length3
Mean length1.24329
Min length1
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

INSD_CNT
Numeric

Distinct count10
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.28362
Minimum0
Maximum19
Zeros (%)83.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile2
Maximum19
Range19
Interquartile range0

Descriptive statistics

Standard deviation0.7472384353
Coef of variation2.634646482
Kurtosis14.01051193
Mean0.28362
MAD0.4756761192
Skewness3.181873454
Sum28362
Variance0.5583652793
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 5.5 7.5 19. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 83858 83.9%
 
1 8091 8.1%
 
2 4907 4.9%
 
3 2301 2.3%
 
4 706 0.7%
 
5 114 0.1%
 
6 20 < 0.1%
 
19 1 < 0.1%
 
12 1 < 0.1%
 
9 1 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 83858 83.9%
 
1 8091 8.1%
 
2 4907 4.9%
 
3 2301 2.3%
 
4 706 0.7%
 

Maximum 5 values

ValueCountFrequency (%) 
19 1 < 0.1%
 
12 1 < 0.1%
 
9 1 < 0.1%
 
6 20 < 0.1%
 
5 114 0.1%
 

INSD_LAST_YEARDIF_CNT
Numeric

Distinct count59
Unique (%)0.1%
Missing (%)0.2%
Missing (n)171
Infinite (%)0.0%
Infinite (n)0
Mean0.1724875816
Minimum0
Maximum1
Zeros (%)6.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.05263158
Median0.1578947
Q30.2368421
95-th percentile0.4736842
Maximum1
Range1
Interquartile range0.18421052

Descriptive statistics

Standard deviation0.1411532192
Coef of variation0.8183384441
Kurtosis1.180349019
Mean0.1724875816
MAD0.1097437332
Skewness1.154539231
Sum17219.26279
Variance0.01992423128
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.02631579 10370 10.4%
 
0.05263158 9367 9.4%
 
0.1842105 8409 8.4%
 
0.07894737 8212 8.2%
 
0.1052632 7156 7.2%
 
0.1578947 6612 6.6%
 
0.1315789 6384 6.4%
 
0 6261 6.3%
 
0.2105263 5952 6.0%
 
0.2631579 5184 5.2%
 
Other values (48) 25922 25.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 6261 6.3%
 
0.026315789 427 0.4%
 
0.02631579 10370 10.4%
 
0.052631579 327 0.3%
 
0.05263158 9367 9.4%
 

Maximum 5 values

ValueCountFrequency (%) 
1 1 < 0.1%
 
0.9210526 3 < 0.1%
 
0.8947368 4 < 0.1%
 
0.8684211 4 < 0.1%
 
0.8421053 8 < 0.1%
 

L1YR_A_ISSUE_CNT
Numeric

Distinct count17
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.11817
Minimum0
Maximum22
Zeros (%)93.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile1
Maximum22
Range22
Interquartile range0

Descriptive statistics

Standard deviation0.5617552908
Coef of variation4.753789378
Kurtosis110.3817919
Mean0.11817
MAD0.220954266
Skewness8.035825448
Sum11817
Variance0.3155690068
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=17)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 5.5 6.5 9.5 12.5 22. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 93490 93.5%
 
1 3639 3.6%
 
2 1603 1.6%
 
3 695 0.7%
 
4 332 0.3%
 
5 114 0.1%
 
6 52 0.1%
 
7 23 < 0.1%
 
8 18 < 0.1%
 
9 15 < 0.1%
 
Other values (7) 19 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 93490 93.5%
 
1 3639 3.6%
 
2 1603 1.6%
 
3 695 0.7%
 
4 332 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
22 1 < 0.1%
 
16 1 < 0.1%
 
15 2 < 0.1%
 
14 1 < 0.1%
 
13 1 < 0.1%
 

L1YR_B_ISSUE_CNT
Numeric

Distinct count5
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.00333
Minimum0
Maximum4
Zeros (%)99.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum4
Range4
Interquartile range0

Descriptive statistics

Standard deviation0.06244157341
Coef of variation18.75122325
Kurtosis636.3061052
Mean0.00333
MAD0.0066394206
Skewness22.14429664
Sum333
Variance0.00389895009
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=5)
Histogram
Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 4. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 99691 99.7%
 
1 289 0.3%
 
2 17 < 0.1%
 
3 2 < 0.1%
 
4 1 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 99691 99.7%
 
1 289 0.3%
 
2 17 < 0.1%
 
3 2 < 0.1%
 
4 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4 1 < 0.1%
 
3 2 < 0.1%
 
2 17 < 0.1%
 
1 289 0.3%
 
0 99691 99.7%
 

L1YR_C_CNT
Numeric

Distinct count32
Unique (%)< 0.1%
Missing (%)87.9%
Missing (n)87936
Infinite (%)0.0%
Infinite (n)0
Mean1.994446286
Minimum1
Maximum41
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11
Median1
Q32
95-th percentile6
Maximum41
Range40
Interquartile range1

Descriptive statistics

Standard deviation2.409647702
Coef of variation1.20817879
Kurtosis32.47536477
Mean1.994446286
MAD1.28476789
Skewness4.641467467
Sum24061
Variance5.806402048
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=32)
ValueCountFrequency (%) 
1 7793 7.8%
 
2 2282 2.3%
 
3 780 0.8%
 
4 338 0.3%
 
5 179 0.2%
 
12 143 0.1%
 
6 106 0.1%
 
7 86 0.1%
 
11 81 0.1%
 
8 65 0.1%
 
Other values (21) 211 0.2%
 
(Missing) 87936 87.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1 7793 7.8%
 
2 2282 2.3%
 
3 780 0.8%
 
4 338 0.3%
 
5 179 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
41 1 < 0.1%
 
37 1 < 0.1%
 
35 1 < 0.1%
 
31 1 < 0.1%
 
30 1 < 0.1%
 

L1YR_GROSS_PRE_AMT
Numeric

Distinct count28818
Unique (%)28.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.0005254029458
Minimum0
Maximum0.3278146
Zeros (%)61.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.00026496225
95-th percentile0.00185862665
Maximum0.3278146
Range0.3278146
Interquartile range0.00026496225

Descriptive statistics

Standard deviation0.003117255596
Coef of variation5.933075977
Kurtosis1988.660293
Mean0.0005254029458
MAD0.0007758668151
Skewness31.75482256
Sum52.54029458
Variance9.717282448e-06
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.0000000e+00 1.2500000e-07 6.3450000e-06 6.3950000e-06 1.0550000e-05 ... 4.3089640e-02 4.3236780e-02 5.4838970e-02 1.3607325e-01 3.2781460e-01], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 60988 61.0%
 
0.00031051 72 0.1%
 
0.000140213 63 0.1%
 
0.000284635 45 < 0.1%
 
0.008625289 41 < 0.1%
 
0.000140127 39 < 0.1%
 
2.55e-05 35 < 0.1%
 
0.000103504 33 < 0.1%
 
2.13e-05 32 < 0.1%
 
0.000528903 32 < 0.1%
 
Other values (28808) 38620 38.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 60988 61.0%
 
2.5e-07 1 < 0.1%
 
1.07e-06 2 < 0.1%
 
1.08e-06 1 < 0.1%
 
1.2e-06 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.3278146 1 < 0.1%
 
0.2125369 1 < 0.1%
 
0.1901671 1 < 0.1%
 
0.1380289 1 < 0.1%
 
0.1341176 1 < 0.1%
 

L1YR_LAPSE_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
91023
Y
 
8977
ValueCountFrequency (%) 
N 91023 91.0%
 
Y 8977 9.0%
 

L1YR_PAYMENT_REMINDER_IND
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
96472
Y
 
3528
ValueCountFrequency (%) 
N 96472 96.5%
 
Y 3528 3.5%
 

LAST_A_CCONTACT_DT
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
64595
Y
35405
ValueCountFrequency (%) 
N 64595 64.6%
 
Y 35405 35.4%
 

LAST_A_ISSUE_DT
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
88631
Y
 
11369
ValueCountFrequency (%) 
N 88631 88.6%
 
Y 11369 11.4%
 

LAST_B_CONTACT_DT
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
80812
Y
19188
ValueCountFrequency (%) 
N 80812 80.8%
 
Y 19188 19.2%
 

LAST_B_ISSUE_DT
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
99453
Y
 
547
ValueCountFrequency (%) 
N 99453 99.5%
 
Y 547 0.5%
 

LAST_C_DT
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
82299
Y
17701
ValueCountFrequency (%) 
N 82299 82.3%
 
Y 17701 17.7%
 

LEVEL
Numeric

Distinct count6
Unique (%)< 0.1%
Missing (%)43.3%
Missing (n)43305
Infinite (%)0.0%
Infinite (n)0
Mean3.55791516
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q12
Median5
Q35
95-th percentile5
Maximum5
Range4
Interquartile range3

Descriptive statistics

Standard deviation1.690771391
Coef of variation0.4752140833
Kurtosis-1.396898587
Mean3.55791516
MAD1.546731505
Skewness-0.5935096706
Sum201716
Variance2.858707898
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%) 
5 28415 28.4%
 
1 13940 13.9%
 
4 6490 6.5%
 
3 4041 4.0%
 
2 3809 3.8%
 
(Missing) 43305 43.3%
 

Minimum 5 values

ValueCountFrequency (%) 
1 13940 13.9%
 
2 3809 3.8%
 
3 4041 4.0%
 
4 6490 6.5%
 
5 28415 28.4%
 

Maximum 5 values

ValueCountFrequency (%) 
5 28415 28.4%
 
4 6490 6.5%
 
3 4041 4.0%
 
2 3809 3.8%
 
1 13940 13.9%
 

LIFE_CNT
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
55451
27078
17471
ValueCountFrequency (%) 
55451 55.5%
 
27078 27.1%
 
17471 17.5%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

LIFE_INSD_CNT
Numeric

Distinct count42
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.031473125
Minimum0
Maximum0.921875
Zeros (%)20.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.015625
Median0.015625
Q30.046875
95-th percentile0.09375
Maximum0.921875
Range0.921875
Interquartile range0.03125

Descriptive statistics

Standard deviation0.03426938386
Coef of variation1.088845924
Kurtosis31.6062052
Mean0.031473125
MAD0.02274639942
Skewness3.516670731
Sum3147.3125
Variance0.00117439067
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=42)
Histogram
Histogram with variable size bins (bins=[0. 0.0078125 0.0234375 0.0390625 0.0546875 ... 0.2421875 0.2734375 0.3828125 0.5078125 0.921875 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.015625 31604 31.6%
 
0 20083 20.1%
 
0.03125 19635 19.6%
 
0.046875 12396 12.4%
 
0.0625 6773 6.8%
 
0.078125 3671 3.7%
 
0.09375 2110 2.1%
 
0.109375 1317 1.3%
 
0.125 774 0.8%
 
0.140625 470 0.5%
 
Other values (32) 1167 1.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 20083 20.1%
 
0.015625 31604 31.6%
 
0.03125 19635 19.6%
 
0.046875 12396 12.4%
 
0.0625 6773 6.8%
 

Maximum 5 values

ValueCountFrequency (%) 
0.921875 1 < 0.1%
 
0.875 1 < 0.1%
 
0.734375 1 < 0.1%
 
0.6875 1 < 0.1%
 
0.625 2 < 0.1%
 

LONG_TERM_CARE_AMT
Numeric

Distinct count203
Unique (%)0.2%
Missing (%)27.5%
Missing (n)27540
Infinite (%)0.0%
Infinite (n)0
Mean0.002393513565
Minimum0
Maximum0.8095238
Zeros (%)70.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum0.8095238
Range0.8095238
Interquartile range0

Descriptive statistics

Standard deviation0.02030456319
Coef of variation8.483161946
Kurtosis264.1128643
Mean0.002393513565
MAD0.004676948181
Skewness13.2260828
Sum173.4339929
Variance0.0004122752864
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 70778 70.8%
 
0.07142857 349 0.3%
 
0.1428571 323 0.3%
 
0.01190476 185 0.2%
 
0.1190476 126 0.1%
 
0.2142857 88 0.1%
 
0.05952381 87 0.1%
 
0.03571429 58 0.1%
 
0.1071429 41 < 0.1%
 
0.1785714 36 < 0.1%
 
Other values (192) 389 0.4%
 
(Missing) 27540 27.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 70778 70.8%
 
1.43e-05 1 < 0.1%
 
4e-05 1 < 0.1%
 
0.00020131 1 < 0.1%
 
0.000249405 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.8095238 1 < 0.1%
 
0.7142857 2 < 0.1%
 
0.702381 1 < 0.1%
 
0.6428571 3 < 0.1%
 
0.595238095 1 < 0.1%
 

MARRIAGE_CD
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)8.0%
Missing (n)7951
0
64127
1
26822
2
 
1100
(Missing)
 
7951
ValueCountFrequency (%) 
0 64127 64.1%
 
1 26822 26.8%
 
2 1100 1.1%
 
(Missing) 7951 8.0%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

MONTHLY_CARE_AMT
Numeric

Distinct count321
Unique (%)0.3%
Missing (%)27.5%
Missing (n)27540
Infinite (%)0.0%
Infinite (n)0
Mean0.01891170087
Minimum0
Maximum0.8591065
Zeros (%)52.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.0257732
95-th percentile0.09063574
Maximum0.8591065
Range0.8591065
Interquartile range0.0257732

Descriptive statistics

Standard deviation0.04082143403
Coef of variation2.158527903
Kurtosis24.76350908
Mean0.01891170087
MAD0.02769649345
Skewness3.724041261
Sum1370.341845
Variance0.001666389476
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 52365 52.4%
 
0.04725086 3484 3.5%
 
0.0524055 3047 3.0%
 
0.08591065 2701 2.7%
 
0.04510309 1458 1.5%
 
0.1718213 1368 1.4%
 
0.05283505 833 0.8%
 
0.02620275 650 0.7%
 
0.09450172 636 0.6%
 
0.02362543 450 0.4%
 
Other values (310) 5468 5.5%
 
(Missing) 27540 27.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 52365 52.4%
 
0.003377749 1 < 0.1%
 
0.004295533 86 0.1%
 
0.004725086 247 0.2%
 
0.005154639 388 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
0.8591065 1 < 0.1%
 
0.7302405 1 < 0.1%
 
0.5902062 1 < 0.1%
 
0.5747423 1 < 0.1%
 
0.5274914 15 < 0.1%
 

OCCUPATION_CLASS_CD
Numeric

Distinct count8
Unique (%)< 0.1%
Missing (%)4.0%
Missing (n)3960
Infinite (%)0.0%
Infinite (n)0
Mean1.304966681
Minimum0
Maximum6
Zeros (%)0.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1
Q11
Median1
Q31
95-th percentile3
Maximum6
Range6
Interquartile range0

Descriptive statistics

Standard deviation0.7117691639
Coef of variation0.5454309098
Kurtosis8.573307133
Mean1.304966681
MAD0.4959935016
Skewness2.639674309
Sum125329
Variance0.5066153427
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1 74372 74.4%
 
2 14517 14.5%
 
3 3827 3.8%
 
4 2025 2.0%
 
0 871 0.9%
 
5 226 0.2%
 
6 202 0.2%
 
(Missing) 3960 4.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 871 0.9%
 
1 74372 74.4%
 
2 14517 14.5%
 
3 3827 3.8%
 
4 2025 2.0%
 

Maximum 5 values

ValueCountFrequency (%) 
6 202 0.2%
 
5 226 0.2%
 
4 2025 2.0%
 
3 3827 3.8%
 
2 14517 14.5%
 

OUTPATIENT_SURGERY_AMT
Numeric

Distinct count283
Unique (%)0.3%
Missing (%)27.5%
Missing (n)27540
Infinite (%)0.0%
Infinite (n)0
Mean0.08992208609
Minimum0
Maximum0.952381
Zeros (%)32.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.06349206
Q30.142857143
95-th percentile0.2857143
Maximum0.952381
Range0.952381
Interquartile range0.142857143

Descriptive statistics

Standard deviation0.1017512516
Coef of variation1.131549055
Kurtosis0.403122979
Mean0.08992208609
MAD0.086900278
Skewness0.9408834291
Sum6515.754358
Variance0.0103533172
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 32697 32.7%
 
0.1428571 7599 7.6%
 
0.2063492 5600 5.6%
 
0.07936508 5304 5.3%
 
0.06349206 3426 3.4%
 
0.2857143 2172 2.2%
 
0.2222222 2125 2.1%
 
0.1269841 1322 1.3%
 
0.1587302 1141 1.1%
 
0.3174603 951 1.0%
 
Other values (272) 10123 10.1%
 
(Missing) 27540 27.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 32697 32.7%
 
0.007936508 2 < 0.1%
 
0.01587302 5 < 0.1%
 
0.01904762 1 < 0.1%
 
0.02380952 16 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.952381 1 < 0.1%
 
0.7777778 1 < 0.1%
 
0.7380952 1 < 0.1%
 
0.7142857 1 < 0.1%
 
0.6984127 1 < 0.1%
 

PAY_LIMIT_MED_MISC_AMT
Numeric

Distinct count26
Unique (%)< 0.1%
Missing (%)27.5%
Missing (n)27540
Infinite (%)0.0%
Infinite (n)0
Mean0.0944731576
Minimum0
Maximum1
Zeros (%)53.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.3125
95-th percentile0.3125
Maximum1
Range1
Interquartile range0.3125

Descriptive statistics

Standard deviation0.1669333617
Coef of variation1.766992508
Kurtosis1.942454521
Mean0.0944731576
MAD0.138179441
Skewness1.622348676
Sum6845.525
Variance0.02786674723
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%) 
0 52955 53.0%
 
0.3125 16280 16.3%
 
0.625 2531 2.5%
 
0.1875 281 0.3%
 
0.09375 138 0.1%
 
0.375 75 0.1%
 
0.9375 70 0.1%
 
0.046875 64 0.1%
 
0.28125 26 < 0.1%
 
0.1125 12 < 0.1%
 
Other values (15) 28 < 0.1%
 
(Missing) 27540 27.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 52955 53.0%
 
0.0375 1 < 0.1%
 
0.046875 64 0.1%
 
0.05625 2 < 0.1%
 
0.065625 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1 1 < 0.1%
 
0.9375 70 0.1%
 
0.625 2531 2.5%
 
0.5 1 < 0.1%
 
0.375 75 0.1%
 

POLICY_VALUE_AMT
Numeric

Distinct count10085
Unique (%)10.1%
Missing (%)27.5%
Missing (n)27540
Infinite (%)0.0%
Infinite (n)0
Mean0.0008680706582
Minimum0
Maximum0.3785324
Zeros (%)61.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0.00498043975
Maximum0.3785324
Range0.3785324
Interquartile range0

Descriptive statistics

Standard deviation0.005358390458
Coef of variation6.172758412
Kurtosis837.1188295
Mean0.0008680706582
MAD0.001550993904
Skewness21.37832188
Sum62.90039989
Variance2.87123483e-05
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 61862 61.9%
 
0.00015338 16 < 0.1%
 
0.001246069 7 < 0.1%
 
1.48e-05 6 < 0.1%
 
0.000127829 5 < 0.1%
 
7.35e-05 5 < 0.1%
 
1.92e-05 5 < 0.1%
 
1.42e-05 5 < 0.1%
 
4.53e-05 4 < 0.1%
 
2.7e-05 4 < 0.1%
 
Other values (10074) 10541 10.5%
 
(Missing) 27540 27.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 61862 61.9%
 
1.28e-08 2 < 0.1%
 
2.56e-08 1 < 0.1%
 
3.83e-08 4 < 0.1%
 
5.11e-08 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.3785324 1 < 0.1%
 
0.2429216 1 < 0.1%
 
0.24188 1 < 0.1%
 
0.2385341 1 < 0.1%
 
0.2310502 1 < 0.1%
 

REBUY_TIMES_CNT
Categorical

Distinct count5
Unique (%)< 0.1%
Missing (%)43.3%
Missing (n)43282
27778
12267
10418
(Missing)
43282
ValueCountFrequency (%) 
27778 27.8%
 
12267 12.3%
 
10418 10.4%
 
中高 6255 6.3%
 
(Missing) 43282 43.3%
 
Max length3
Mean length1.92819
Min length1
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

RFM_M_LEVEL
Numeric

Distinct count7
Unique (%)< 0.1%
Missing (%)43.3%
Missing (n)43282
Infinite (%)0.0%
Infinite (n)0
Mean5.644909905
Minimum3
Maximum10
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum3
5-th percentile3
Q13
Median5
Q38
95-th percentile10
Maximum10
Range7
Interquartile range5

Descriptive statistics

Standard deviation2.451038568
Coef of variation0.4342033104
Kurtosis-1.338679653
Mean5.644909905
MAD2.208895064
Skewness0.3111575947
Sum320168
Variance6.007590061
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%) 
3 20799 20.8%
 
5 11832 11.8%
 
8 7753 7.8%
 
7 7296 7.3%
 
9 4865 4.9%
 
10 4173 4.2%
 
(Missing) 43282 43.3%
 

Minimum 5 values

ValueCountFrequency (%) 
3 20799 20.8%
 
5 11832 11.8%
 
7 7296 7.3%
 
8 7753 7.8%
 
9 4865 4.9%
 

Maximum 5 values

ValueCountFrequency (%) 
10 4173 4.2%
 
9 4865 4.9%
 
8 7753 7.8%
 
7 7296 7.3%
 
5 11832 11.8%
 

RFM_R
Categorical

Distinct count5
Unique (%)< 0.1%
Missing (%)43.3%
Missing (n)43294
17506
中高
14616
12293
(Missing)
43294
ValueCountFrequency (%) 
17506 17.5%
 
中高 14616 14.6%
 
12293 12.3%
 
12291 12.3%
 
(Missing) 43294 43.3%
 
Max length3
Mean length2.01204
Min length1
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

TERMINATION_RATE
Numeric

Distinct count251
Unique (%)0.3%
Missing (%)43.3%
Missing (n)43282
Infinite (%)0.0%
Infinite (n)0
Mean12.0909847
Minimum0
Maximum100
Zeros (%)44.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile100
Maximum100
Range100
Interquartile range0

Descriptive statistics

Standard deviation27.66385817
Coef of variation2.287973963
Kurtosis4.383949596
Mean12.0909847
MAD18.90746571
Skewness2.3698803
Sum685776.47
Variance765.2890489
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 44093 44.1%
 
100 3805 3.8%
 
50 1858 1.9%
 
33.33 1268 1.3%
 
25 906 0.9%
 
20 579 0.6%
 
16.67 443 0.4%
 
66.67 424 0.4%
 
14.29 297 0.3%
 
40 285 0.3%
 
Other values (240) 2760 2.8%
 
(Missing) 43282 43.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 44093 44.1%
 
1.16 1 < 0.1%
 
1.72 1 < 0.1%
 
1.89 1 < 0.1%
 
2.63 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 3805 3.8%
 
95 1 < 0.1%
 
94.12 1 < 0.1%
 
92.86 2 < 0.1%
 
92.31 3 < 0.1%
 

TOOL_VISIT_1YEAR_CNT
Numeric

Distinct count73
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.40911
Minimum0
Maximum176
Zeros (%)68.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile8
Maximum176
Range176
Interquartile range1

Descriptive statistics

Standard deviation3.857406876
Coef of variation2.737477468
Kurtosis118.6057472
Mean1.40911
MAD2.022626546
Skewness7.061430161
Sum140911
Variance14.8795878
Memory size781.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 32.5 39.5 50.5 63.5 176. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 68792 68.8%
 
1 10256 10.3%
 
2 5457 5.5%
 
3 3566 3.6%
 
4 2443 2.4%
 
5 1843 1.8%
 
6 1340 1.3%
 
7 1094 1.1%
 
8 845 0.8%
 
9 733 0.7%
 
Other values (63) 3631 3.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 68792 68.8%
 
1 10256 10.3%
 
2 5457 5.5%
 
3 3566 3.6%
 
4 2443 2.4%
 

Maximum 5 values

ValueCountFrequency (%) 
176 1 < 0.1%
 
138 1 < 0.1%
 
114 1 < 0.1%
 
113 1 < 0.1%
 
112 1 < 0.1%
 

X_A_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)38
N
98706
Y
 
1256
(Missing)
 
38
ValueCountFrequency (%) 
N 98706 98.7%
 
Y 1256 1.3%
 
(Missing) 38 < 0.1%
 

X_B_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)38
N
67694
Y
32268
(Missing)
 
38
ValueCountFrequency (%) 
N 67694 67.7%
 
Y 32268 32.3%
 
(Missing) 38 < 0.1%
 

X_C_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)38
N
67118
Y
32844
(Missing)
 
38
ValueCountFrequency (%) 
N 67118 67.1%
 
Y 32844 32.8%
 
(Missing) 38 < 0.1%
 

X_D_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)38
N
91572
Y
 
8390
(Missing)
 
38
ValueCountFrequency (%) 
N 91572 91.6%
 
Y 8390 8.4%
 
(Missing) 38 < 0.1%
 

X_E_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)38
N
79832
Y
20130
(Missing)
 
38
ValueCountFrequency (%) 
N 79832 79.8%
 
Y 20130 20.1%
 
(Missing) 38 < 0.1%
 

X_F_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)38
N
99732
Y
 
230
(Missing)
 
38
ValueCountFrequency (%) 
N 99732 99.7%
 
Y 230 0.2%
 
(Missing) 38 < 0.1%
 

X_G_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)38
N
99760
Y
 
202
(Missing)
 
38
ValueCountFrequency (%) 
N 99760 99.8%
 
Y 202 0.2%
 
(Missing) 38 < 0.1%
 

X_H_IND
Boolean

Distinct count3
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)38
N
76744
Y
23218
(Missing)
 
38
ValueCountFrequency (%) 
N 76744 76.7%
 
Y 23218 23.2%
 
(Missing) 38 < 0.1%
 

Y1
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
N
98000
Y
 
2000
ValueCountFrequency (%) 
N 98000 98.0%
 
Y 2000 2.0%
 

Correlations

Missing values

Sample

First rows

A_INDACCIDENT_HOSPITAL_REC_AMTAG_CNTAG_NOW_CNTAGEANNUAL_INCOME_AMTANNUAL_PREMIUM_AMTANNUITY_AMTAPC_1ST_AGEAPC_1ST_YEARDIFAPC_CNTB_INDBANK_NUMBER_CNTBMIC_INDCHANNEL_A_POL_CNTCHANNEL_B_POL_CNTCHARGE_CITY_CDCLC_CUR_NUMCONTACT_CITY_CDCUS_IDCUST_9_SEGMENTS_CDDIEACCIDENT_AMTDIEBENEFIT_AMTDISEASES_HOSPITAL_REC_AMTEDUCATION_CDEXPIRATION_AMTFINANCETOOLS_AFINANCETOOLS_BFINANCETOOLS_CFINANCETOOLS_DFINANCETOOLS_EFINANCETOOLS_FFINANCETOOLS_GFIRST_CANCER_AMTGENDERIF_2ND_GEN_INDIF_ADD_F_INDIF_ADD_G_INDIF_ADD_INDIF_ADD_INSD_F_INDIF_ADD_INSD_G_INDIF_ADD_INSD_INDIF_ADD_INSD_L_INDIF_ADD_INSD_Q_INDIF_ADD_INSD_R_INDIF_ADD_L_INDIF_ADD_Q_INDIF_ADD_R_INDIF_HOUSEHOLD_CLAIM_INDIF_ISSUE_A_INDIF_ISSUE_B_INDIF_ISSUE_C_INDIF_ISSUE_D_INDIF_ISSUE_E_INDIF_ISSUE_F_INDIF_ISSUE_G_INDIF_ISSUE_H_INDIF_ISSUE_I_INDIF_ISSUE_INSD_A_INDIF_ISSUE_INSD_B_INDIF_ISSUE_INSD_C_INDIF_ISSUE_INSD_D_INDIF_ISSUE_INSD_E_INDIF_ISSUE_INSD_F_INDIF_ISSUE_INSD_G_INDIF_ISSUE_INSD_H_INDIF_ISSUE_INSD_I_INDIF_ISSUE_INSD_J_INDIF_ISSUE_INSD_K_INDIF_ISSUE_INSD_L_INDIF_ISSUE_INSD_M_INDIF_ISSUE_INSD_N_INDIF_ISSUE_INSD_O_INDIF_ISSUE_INSD_P_INDIF_ISSUE_INSD_Q_INDIF_ISSUE_J_INDIF_ISSUE_K_INDIF_ISSUE_L_INDIF_ISSUE_M_INDIF_ISSUE_N_INDIF_ISSUE_O_INDIF_ISSUE_P_INDIF_ISSUE_Q_INDIF_S_REAL_INDIF_Y_REAL_INDILL_ACCELERATION_AMTILL_ADDITIONAL_AMTIM_CNTIM_IS_A_INDIM_IS_B_INDIM_IS_C_INDIM_IS_D_INDINPATIENT_SURGERY_AMTINSD_1ST_AGEINSD_CNTINSD_LAST_YEARDIF_CNTL1YR_A_ISSUE_CNTL1YR_B_ISSUE_CNTL1YR_C_CNTL1YR_GROSS_PRE_AMTL1YR_LAPSE_INDL1YR_PAYMENT_REMINDER_INDLAST_A_CCONTACT_DTLAST_A_ISSUE_DTLAST_B_CONTACT_DTLAST_B_ISSUE_DTLAST_C_DTLEVELLIFE_CNTLIFE_INSD_CNTLONG_TERM_CARE_AMTMARRIAGE_CDMONTHLY_CARE_AMTOCCUPATION_CLASS_CDOUTPATIENT_SURGERY_AMTPAY_LIMIT_MED_MISC_AMTPOLICY_VALUE_AMTREBUY_TIMES_CNTRFM_M_LEVELRFM_RTERMINATION_RATETOOL_VISIT_1YEAR_CNTX_A_INDX_B_INDX_C_INDX_D_INDX_E_INDX_F_INDX_G_INDX_H_INDY1
0NaNNaN100.0016670.000192NaN0.0465120NaN0.1250.125NaN00A10A13418CNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNMNNNNNaNNaNNNaNNaNNaNNNNNNNNNNNNNNNNNNNNNNNNNNNYNNNNNNNYNNNNNNaNNaN0NNNNNaN00.05263200NaN0.000174NNYNNNN3.00.015625NaNNaNNaN1.0NaNNaNNaN3.00.00NNNNNNNNN
1NaNNaN100.0001670.009675NaN0.0465120NaN0.1250.175NaN00A10A14302ANaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNMNNNNNaNNaNNNaNNaNNaNNNNNNNNNNNNNNNNNNNNNNNNNNNNNYNNNNNNNYNNNNaNNaN0NNNNNaN00.05263200NaN0.008724NNYNNNN5.00.015625NaNNaNNaN1.0NaNNaNNaN3.00.00NNNNNNNNN
2NaN0.0100.0001250.0002920.00.0000001NaN0.0000.225NaN10A11A15545A0.00.00.01.00.0YNNNNNN0.00000MYNNNNaNNaNNNaNNaNNaNNNNNNNNNNNNNNNNNNNNNNYNNNNYNNNNNNNYNNNNN0.00.00NNNN0.000.00000010NaN0.005359NNYYNNN5.00.0312500.00.00.01.00.00.00.03.00.00NNNYNNNNN
3NaNNaN100.004167NaNNaN0.1627910NaN0.1250.150NaN00A10A17207CNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNMNNNNNaNNaNNNaNNaNNaNNNNNNNNNNNNNNNNNNNNNNNNNNNNNYNNNNNNNYNNNNaNNaN0NNNNNaN00.21052600NaN0.000000NNYNNNN5.00.015625NaN0.0NaN1.0NaNNaNNaN3.0中高0.00NNNNNNNNN
4Y0.0110.0000830.0006640.00.1162791N0.0000.175N10A11A17213C0.00.00.01.00.0NaNNaNNaNNaNNaNNaNNaN0.04717MYNNNNaNNaNNNaNNaNNaNNNNYNNNNNNNNNNNNNNYNNYNNNNYNYNNNNNYNNNNN0.00.00NNNN0.000.07894700NaN0.000603NNNNNNN2.00.0625000.00.00.01.00.00.00.03.00.00NYNNYNNNN
5NaNNaN10NaN0.000265NaN0.1860470NaN0.1250.225NaN00A10A18818CNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNMNNNNNaNNaNNNaNNaNNaNNNNNNNNNNNNNNNNNNNNNNNNNNNYNNNNNNNYNNNNNNaNNaN0NNNNNaN00.21052600NaN0.000243NNYNNNN3.00.015625NaN0.0NaN1.0NaNNaNNaN3.0中高0.00NNNNNNNNN
6NaNNaN10NaN0.002923NaN0.0697670NaN0.1250.200NaN00A10A19681ANaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNMNNNNNaNNaNNNaNNaNNaNNNNNNNNNNNNNNNNNNNNNNNNNNNYNNNNNNNYNNNNNNaNNaN0NNNNNaN00.07894700NaN0.002600NNNNNNN3.00.015625NaN0.0NaN1.0NaNNaNNaN3.00.00NNNNNNNNN
7NaNNaN10NaN0.003267NaN0.0465120NaN0.1250.150NaN00A10A19743ANaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNMNNNNNaNNaNNNaNNaNNaNNNNNNNNNNNNNNNNNNNNNNNNNNNNNYNNNNNNNYNNNNaNNaN0NNNNNaN00.05263200NaN0.002887NNYNNNN5.00.015625NaN0.0NaN1.0NaNNaNNaN3.00.00NNNNNNNNN
8NaNNaN200.0002500.000154NaN0.1162791NaN0.1250.325NaN00A10A19839CNaNNaNNaN1.0NaNNaNNaNNaNNaNNaNNaNNaNNaNMYNNNNaNNaNNNaNNaNNaNNNNYNNNNNNNNNNNNNNNNNNNNNNYNNNNNNNYNNNNNNaNNaN0NNNNNaN00.13157900NaN0.000140NNNNNNN1.00.031250NaN0.0NaN1.0NaNNaNNaN3.00.00NNNNNNNNN
9NaNNaN100.0004170.000201NaN0.1395351NaN0.1250.300NaN00A10A110246CNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNMYNNNNaNNaNNNaNNaNNaNNNNNNNNNNNNNNNNNNNNNNNNNNNYNNYNNNNYNNNNNNaNNaN0NNNNNaN00.15789500NaN0.000182NNNNNNN1.00.046875NaN0.0NaN1.0NaNNaNNaN3.0中高0.00NNNNNNNNN

Last rows

A_INDACCIDENT_HOSPITAL_REC_AMTAG_CNTAG_NOW_CNTAGEANNUAL_INCOME_AMTANNUAL_PREMIUM_AMTANNUITY_AMTAPC_1ST_AGEAPC_1ST_YEARDIFAPC_CNTB_INDBANK_NUMBER_CNTBMIC_INDCHANNEL_A_POL_CNTCHANNEL_B_POL_CNTCHARGE_CITY_CDCLC_CUR_NUMCONTACT_CITY_CDCUS_IDCUST_9_SEGMENTS_CDDIEACCIDENT_AMTDIEBENEFIT_AMTDISEASES_HOSPITAL_REC_AMTEDUCATION_CDEXPIRATION_AMTFINANCETOOLS_AFINANCETOOLS_BFINANCETOOLS_CFINANCETOOLS_DFINANCETOOLS_EFINANCETOOLS_FFINANCETOOLS_GFIRST_CANCER_AMTGENDERIF_2ND_GEN_INDIF_ADD_F_INDIF_ADD_G_INDIF_ADD_INDIF_ADD_INSD_F_INDIF_ADD_INSD_G_INDIF_ADD_INSD_INDIF_ADD_INSD_L_INDIF_ADD_INSD_Q_INDIF_ADD_INSD_R_INDIF_ADD_L_INDIF_ADD_Q_INDIF_ADD_R_INDIF_HOUSEHOLD_CLAIM_INDIF_ISSUE_A_INDIF_ISSUE_B_INDIF_ISSUE_C_INDIF_ISSUE_D_INDIF_ISSUE_E_INDIF_ISSUE_F_INDIF_ISSUE_G_INDIF_ISSUE_H_INDIF_ISSUE_I_INDIF_ISSUE_INSD_A_INDIF_ISSUE_INSD_B_INDIF_ISSUE_INSD_C_INDIF_ISSUE_INSD_D_INDIF_ISSUE_INSD_E_INDIF_ISSUE_INSD_F_INDIF_ISSUE_INSD_G_INDIF_ISSUE_INSD_H_INDIF_ISSUE_INSD_I_INDIF_ISSUE_INSD_J_INDIF_ISSUE_INSD_K_INDIF_ISSUE_INSD_L_INDIF_ISSUE_INSD_M_INDIF_ISSUE_INSD_N_INDIF_ISSUE_INSD_O_INDIF_ISSUE_INSD_P_INDIF_ISSUE_INSD_Q_INDIF_ISSUE_J_INDIF_ISSUE_K_INDIF_ISSUE_L_INDIF_ISSUE_M_INDIF_ISSUE_N_INDIF_ISSUE_O_INDIF_ISSUE_P_INDIF_ISSUE_Q_INDIF_S_REAL_INDIF_Y_REAL_INDILL_ACCELERATION_AMTILL_ADDITIONAL_AMTIM_CNTIM_IS_A_INDIM_IS_B_INDIM_IS_C_INDIM_IS_D_INDINPATIENT_SURGERY_AMTINSD_1ST_AGEINSD_CNTINSD_LAST_YEARDIF_CNTL1YR_A_ISSUE_CNTL1YR_B_ISSUE_CNTL1YR_C_CNTL1YR_GROSS_PRE_AMTL1YR_LAPSE_INDL1YR_PAYMENT_REMINDER_INDLAST_A_CCONTACT_DTLAST_A_ISSUE_DTLAST_B_CONTACT_DTLAST_B_ISSUE_DTLAST_C_DTLEVELLIFE_CNTLIFE_INSD_CNTLONG_TERM_CARE_AMTMARRIAGE_CDMONTHLY_CARE_AMTOCCUPATION_CLASS_CDOUTPATIENT_SURGERY_AMTPAY_LIMIT_MED_MISC_AMTPOLICY_VALUE_AMTREBUY_TIMES_CNTRFM_M_LEVELRFM_RTERMINATION_RATETOOL_VISIT_1YEAR_CNTX_A_INDX_B_INDX_C_INDX_D_INDX_E_INDX_F_INDX_G_INDX_H_INDY1
99990NaNNaN110.0003000.000132NaN0.3023260NaN0.125NaNNaN10C21C22430306HNaNNaNNaN1.0NaNNaNNaNNaNNaNNaNNaNNaNNaNFNYNYNaNNaNNaNNaNNaNNaNYYNNNNNNNNNNNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNYNNNNNNNNNNaNNaN0NNNNNaNNaN1NaN00NaN0.000118NNNNNNN4.00.0NaN1.0NaN2.0NaNNaNNaN3.00.004NYYNNNNYN
99991NaNNaN11中高0.0012500.000381NaN0.1395350NaN0.000NaNNaN60A21A22460885GNaNNaNNaN4.0NaNNaNNaNNaNNaNNaNNaNNaNNaNMNNNYNaNNaNNaNNaNNaNNaNYYNNNNNNNNNNNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNNNNNNNYNNNaNNaN0NNNNNaNNaN4NaN002.00.000321NYYYNNY5.00.0NaN1.0NaN1.0NaNNaNNaN9.016.678NYNNNNNYY
99992NaNNaN11中高0.0008330.000338NaN中高0.0930230NaN0.000NaNNaN20A21A22473956GNaNNaNNaN3.0NaNYNYNNNNNaNFNNNYNaNNaNNaNNaNNaNNaNYYNNNNNNNNNNNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNNNNNNNYNNNaNNaN1NYNNNaNNaN1NaN00NaN0.000307NNYNYNN5.00.0NaN1.0NaN1.0NaNNaNNaN5.00.000NYNNNNNYN
99993NNaN110.0002500.000611NaN0.1162790N0.125NaNN10D1D2484381GNaNNaNNaN2.0NaNYNNNNNNNaNFNNNNNaNNaNNaNNaNNaNNaNNNNNNNNNNNNNNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNNNNNNYNNNNaNNaN1NYNNNaNNaN1NaN00NaN0.000555NNNNYNN4.00.0NaN1.0NaN1.0NaNNaNNaN3.00.005NYYNYNNYY
99994NaNNaN11NaNNaNNaN中高0.5348840NaN0.000NaNNaN10D0A12518005HNaNNaNNaN1.0NaNNNNNNNNNaNFNNNNNaNNaNNaNNaNNaNNaNNNNNNNNNNNNNNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNNNNNNNNNNNaNNaN0NNNNNaNNaN1NaN00NaN0.000000NNNNNNN1.00.0NaN0.0NaNNaNNaNNaNNaN3.00.000NNNNNNNNN
99995NNaN20NaN0.000483NaN中高0.3720930N0.000NaNN30A12A12525675GNaNNaNNaN3.0NaNNaNNaNNaNNaNNaNNaNNaNNaNFNNNNNaNNaNNaNNaNNaNNaNNNNNNNYNNNNNNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNNNNNNYNNNNaNNaN1NYNNNaNNaN2NaN00NaN0.000439NNNNYNN1.00.0NaN0.0NaNNaNNaNNaNNaN7.00.001NNYNYNNNN
99996NaNNaN10NaNNaNNaN中高0.4651160NaN0.000NaNNaN10E0E2534462HNaNNaNNaN1.0NaNNNYNNNNNaNFNNNNNaNNaNNaNNaNNaNNaNNNNNNNNNNNNNNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNNNNNNNNNNNaNNaN1NNNYNaNNaN1NaN00NaN0.000000NNYNNNN5.00.0NaN0.0NaNNaNNaNNaNNaN3.0100.000NNNNNNNNY
99997NaNNaN31中高0.000625NaNNaN0.2790700NaN0.000NaNNaN40C20C22535679HNaNNaNNaN2.0NaNNaNNaNNaNNaNNaNNaNNaNNaNFNNNNNaNNaNNaNNaNNaNNaNNNNYNNNNNNNNNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNNNNNNNNNNNaNNaN1NNNYNaNNaN1NaN00NaN0.000000NNYNNNN5.00.0NaN1.0NaN1.0NaNNaNNaN8.0中高50.000NNNNNNNNY
99998NNaN110.0020830.000548NaN0.0232560Y0.125NaNN20A11A12544819GNaNNaNNaN3.0NaNNaNNaNNaNNaNNaNNaNNaNNaNMNNNNNaNNaNNaNNaNNaNNaNNNNNNNNNNNNNNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNNNNYNNNNNNaNNaN0NNNNNaNNaN2NaN00NaN0.000504NNYYNNN4.00.0NaN1.0NaN1.0NaNNaNNaN5.00.009NYYNYNNYN
99999NaNNaN110.0025000.000440NaN0.0000000NaN0.000NaNNaN40B11B11994377GNaNNaNNaN3.0NaNNaNNaNNaNNaNNaNNaNNaNNaNMNNNYNaNNaNNaNNaNNaNNaNYYNNNNNNNNNNYNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNYNNNNNNYNNNaNNaN0NNNNNaNNaN1NaN401.00.000404NNYYNNY5.00.0NaN1.0NaN1.0NaNNaNNaN8.00.001NYNNNNNYN